【双语字幕】斯坦福CS224n《深度学习自然语言处理》课程(2017) by Chris Manning & Richard Socher

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2017-08-15 11:50:20
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https://www.youtube.com/playlist?list=PL3FW7Lu3i5Jsnh1rnUwq_TcylNr7EkRe6 Natural Language Processing with Deep Learning (Winter 2017) by Chris Manning & Richard Socher
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Natural Language Processing with Deep Learning
01:11:44
Word Vector Representations: word2vec
01:18:20
GloVe: Global Vectors for Word Representation
01:18:43
Word Window Classification and Neural Networks
01:16:46
Backpropagation and Project Advice
01:18:24
Dependency Parsing
01:23:10
Introduction to TensorFlow
01:12:36
Recurrent Neural Networks and Language Models
01:18:06
Machine Translation and Advanced Recurrent LSTMs and GRUs
01:20:32
Review Session - Midterm Review
01:25:05
Neural Machine Translation and Models with Attention
01:21:27
Gated Recurrent Units and Further Topics in NMT
01:20:03
End-to-End Models for Speech Processing
01:16:38
Convolutional Neural Networks
01:22:16
Tree Recursive Neural Networks and Constituency Parsing
01:22:11
Coreference Resolution
01:20:49
Dynamic Neural Networks for Question Answering
01:18:18
Issues in NLP and Possible Architectures for NLP
01:19:01
Tackling the Limits of Deep Learning for NLP
01:20:45
回老家拍视频也太好玩了!!!
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